lazega_monadic

A dataset containing vertex-level predictors in the network
of sought-after advise among lawyers in a New England law firm. More 
details are available in Lazega (2001).

datasets

Variational EM estimation of mixed-membership stochastic blockmodel for networks,
incorporating node-level predictors of mixed-membership vectors, as well as
dyad-level predictors. For networks observed over time, the model defines a hidden
Markov process that allows the effects of node-level predictors to evolve in discrete,
historical periods. In addition, the package offers a variety of utilities for
exploring results of estimation, including tools for conducting posterior
predictive checks of goodness-of-fit and several plotting functions. The package
implements methods described in Olivella, Pratt and Imai (2019) ``Dynamic Stochastic
Blockmodel Regression for Social Networks: Application to International Conflicts'',
available at <http://santiagoolivella.info/wp-content/uploads/2018/07/dSBM_Reg.pdf>.

Santiago Olivella

NetMix

Dynamic Mixed-Membership Network Regression Model

lazega_monadic function

A data frame with 71 rows and 7 variables:<dl class="dl-horizontal">
 <dt>Lawyer</dt><dd>lawyer ID,corresponding to identifiers common
 to those in <code>lazega_dyadic</code>; numeric</dd>
 <dt>Age</dt><dd>age, in years; numeric</dd>
 <dt>Gender</dt><dd>1=man; 2=woman; factor</dd>
 <dt>School</dt><dd>1=harvard, yale; 2=ucon; 3= other; factor</dd>
 <dt>Practice</dt><dd>1=litigation; 2=corporate; factor</dd>
 <dt>Seniority</dt><dd>time in the firm, in years; numeric</dd>
 <dt>Status</dt><dd>1=partner; 2=associate; factor</dd>
</dl>

Format

Monadic predictors in the Lazega friendship network (Lazega 2001). — lazega_monadic

A data frame with 71 rows and 7 variables:<dl class='dl-horizontal'>
 <dt>Lawyer</dt><dd>lawyer ID,corresponding to identifiers common
 to those in <code>lazega_dyadic</code>; numeric</dd>
 <dt>Age</dt><dd>age, in years; numeric</dd>
 <dt>Gender</dt><dd>1=man; 2=woman; factor</dd>
 <dt>School</dt><dd>1=harvard, yale; 2=ucon; 3= other; factor</dd>
 <dt>Practice</dt><dd>1=litigation; 2=corporate; factor</dd>
 <dt>Seniority</dt><dd>time in the firm, in years; numeric</dd>
 <dt>Status</dt><dd>1=partner; 2=associate; factor</dd>
</dl>

lazega_monadic: Monadic predictors in the Lazega friendship network (Lazega 2001).

Description

Usage

Arguments

Format